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	<title>directional texture &#8211; BIOENGINEER.ORG</title>
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		<title>LDNP-enhanced CNN improves COVID-19 lung CT segmentation in small dataset</title>
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		<pubDate>Mon, 26 Oct 2026 23:05:00 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[convolutional neural network]]></category>
		<category><![CDATA[COVID-19]]></category>
		<category><![CDATA[deep]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[directional texture]]></category>
		<category><![CDATA[features]]></category>
		<category><![CDATA[Hybrid]]></category>
		<category><![CDATA[image segmentation]]></category>
		<category><![CDATA[LDNP]]></category>
		<category><![CDATA[lung CT]]></category>
		<category><![CDATA[medical artificial intelligence]]></category>
		<category><![CDATA[pixel-level analysis]]></category>
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					<description><![CDATA[A lightweight CNN combining directional texture information with original CT images improved COVID-19 infection segmentation in a computational study of 100 axial grayscale images, outperforming six comparison methods on four pixel-level metrics.]]></description>
		
		
		
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